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Showing posts older than #1341 · Back to latest

Older Posts 15 shown
Post #1339 703
📑 Demystifying the Power of Large Language Models in Graph Structure Generation

🗓 Publish year: 2025

🧑‍💻Author: Yu Wang, Ryan Rossi, Namyong Park, ...
🏢University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA

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⚡️Channel: @ComplexNetworkAnalysis
#chatgpt #llm #graph_generation
  • 👍 1
Post #1338 742
📃A Systematic Review of Graph Neural Network in
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions

🗓 Publish year: 2024

🧑‍💻Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa

🏢Universities: Daffodil International University, Dhaka 1216, Bangladesh.
University of Johannesburg, Auckland Park 2006, South Africa.
Bond University, Gold Coast, QLD 4226, Australia.
Bond University, Gold Coast, QLD 4226, Australia.

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
Post #1336 644
📄Spatial network analysis

📗 Journal: REGION
🗓 Publish year: 2025

🧑‍💻Author: Carmen Cabrera
🏢University: University of Liverpool, Liverpool, United Kingdom

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⚡️Channel: @ComplexNetworkAnalysis
#spatial #r #implementation
  • 👍 2
Post #1334 812
📃Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey

🗓 Publish year: 2024

🧑‍💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera

🏢Universities: Universitat de Barcelona, Spain

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
  • 🤩 1
Post #1333 731
📃 Graph Neural Networks for Vehicular Social Networks: Trends, Challenges, and Opportunities

🗓 Publish year: 2025

🧑‍💻Authors: Elham Binshaflout, Aymen Hamrouni, and Hakim Ghazzai
🏢Universities: Abdullah University of Science and Technology (KAUST), Imam Abdulrahman Bin Faisal University, Saudi Arabia

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⚡️Channel: @ComplexNetworkAnalysis
#review #Vehicular #gnn
  • 👍 2
Post #1332 946
📄Understanding Information Propagation in Online Social Networks: A Systematic Mapping Study

📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025

🧑‍💻Authors: Eleana Jerez-Villota; Francisco Jurado; Jaime Moreno-Llorena
🏢Universities: Universidad de las Fuerzas Armadas ESPE, Universidad Autónoma de Madrid, Spain

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⚡️Channel: @ComplexNetworkAnalysis
#review #propagation
  • 👍 1
Post #1331 856
📃A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications

🗓 Publish year: 2025

🧑‍💻Authors: Jiaqi HAN, Jiacheng CEN, Liming WU, Zongzhao LI, Xiangzhe KONG, Rui JIAO, Ziyang YU, Tingyang XU, Fandi WU, Zihe WANG, Hongteng XU, Zhewei WEI, Deli ZHAO, Yang LIU, Yu RONG, Wenbing HUANG

🏢Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China

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📱Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
  • 👍 1
Post #1330 723
📹Network Analysis with Gephi
💥 From University of Galway Library

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #gephi
YouTube Network Analysis with Gephi 🟣 Digital Tools for Research 🟣 25 March 2025 Delivered by Oksana Dereza from the University of Galway Library / Data Science Institute as a part of the "Digital Tools for Research" workshop series on 25 March 2025. #DigitalResearch #OpenResearch *** Check out other workshops and events by the University…
  • 👍 1
Post #1329 744
📃A Review of Link Prediction Applications in Network Biology

📕 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025

🧑‍💻Authors: Ahmad F. Al Musawi; Satyaki Roy; Preetam Ghosh
🏢Universities: University of Thi-Qar, Iraq - Virginia Commonwealth University & The University of Alabama in Huntsville, USA

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⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #biology
  • 👍 1
Post #1328 679
📃Stakeholder and social network analysis for understanding forest (fires) management – A contribution based on a systematic literature review

🗓 Publish year: 2025
📘Journal: Forest Policy and Economics(I.F=4)

🧑‍💻Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido

🏢Universities: University of Aveiro, Portugal

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📱Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
Post #1327 695
📃Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities

🗓 Publish year: 2025

🧑‍💻Authors: Md Shahir Zaoad, Niamat Zawad, Priyanka Ranade, ...
🏢Universities: University of Texas - The Laboratory for Physical Sciences, Baltimore, USA

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⚡️Channel: @ComplexNetworkAnalysis
#review #ranking
  • ❤ 1
Post #1326 649
📄Knowledge Graph Construction: Extraction, Learning, and Evaluation

📙 Journal: Applied Sciences (I.F.=2.5)
🗓 Publish year: 2025

🧑‍💻Authors: Seungmin Choi and Yuchul Jung
🏢Universities: Kumoh National Institute of Technology, Republic of Korea

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⚡️Channel: @ComplexNetworkAnalysis
#review #knowledge_graph
Post #1322 3.89K
📄 Network-based multi-omics integrative analysis methods in drug discovery: a systematic review

📗 Journal: BioData Mining (I.F.=4)
🗓 Publish year: 2025

🧑‍💻Authors: Wei Jiang, Weicai Ye, Xiaoming Tan, ...
🏢Universities: Hubei University- Sun Yat-sen University, China

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⚡️Channel: @ComplexNetworkAnalysis
#review #network #multi_omics #drug
  • 👍 2
  • ❤ 1
  • 👏 1
Post #1321 785
📃A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends

🗓 Publish year: 2024
📘Journal: Mechanical Systems and Signal Processing(I.F=7.9)

🧑‍💻Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen

🏢Universities: Nanyang Technological University, Singapore

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
Post #1320 822
📚 A Simple Introduction to Graph Theory
💥Booklet

🗓Publish year: 2024

🧑‍💻Author: Brian Heinold
🏢University: Mount Saint Mary's University, USA

🌐 Study

⚡️Channel: @ComplexNetworkAnalysis
#book #booklet #graph
  • 👍 1
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